app.py

import gradio as gr
from transformers import pipeline


pipe = pipeline("text-classification", model="CAMeL-Lab/bert-base-arabic-camelbert-mix-sentiment")

def analyze(text):
    result = pipe(text)
    return result

demo = gr.Interface(fn=analyze,
                    inputs=gr.Textbox([label="أدخل النص هنا"]),
                    outputs=gr.Textbox([label='النتائج']),
                    title = "تصتنيف المشاعر")

demo.launch(debug=True)